Bisnode

Importance of key variables

TEXT

Row

Variable importance


Shapley


Partial dependence plot


Manufacturing

Importance of key variables

TEXT

Row

Variable importance


Shapley


Partial dependence plot


Services

Importance of key variables

TEXT

Row

Variable importance


Shapley


Partial dependence plot


Threshold decision

Expected loss based on different thresholds:

TEXT

Row

Bisnode

Manufacturing

Services

Description

The sentiment indicator for the Perceived Economic Situation consists of Google search terms that aim to reflect people’s concerns about the current economic situation. For instance, people might search for “Wirtschaftskrise” (= economic crisis) to get information.

Keywords
  • economic crisis (“Wirtschaftskrise”)
  • short-term work (“Kurzarbeit)
  • unemployed (“arbeitslos”)
  • insolvency (“Insolvenz”)

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